setec-voiceprint

Plugin setec-voiceprint from marketplace setec-voiceprint in anotherpanacea-eng/setec-voiceprint. Commands read from the repo's manifest — yesterday.

Skills (8)

• corpus-acquisition

  Help the user adapt SETEC's acquisition pipeline to a new source. Use when the user wants to add prose to the impostor pool from a source the framework doesn't already cover: a Slack export, an Obsidian vault, a Notion dump, an mbox file, a Discord export, a custom CMS, a JSON archive, an internal w

• craft-restoration

  Identify AI-prose craft patterns (the seven AIC flag families) in a passage, decide whether each pattern is earned in context, and recommend specific revision moves. Use when the user asks to "audit this passage for AI patterns," "is this earned in context," "Negation hedge," "Indefinite-pronoun ges

• metric-targeted-restoration

  Translate SETEC diagnostic outputs (variance audit, POS-bigram diff, voice distance, idiolect detector, AIC pattern audit) into bounded revision-safe prompt packets that classify each signal as direct, translated, investigate-first, or avoid-direct. Use when the user asks to "reverse this smoothing

• setec

  Discoverability entry point for the SETEC Voiceprint framework. Use when the user asks "what can SETEC do," "which audit should I run for X," "what's available given my dependencies," "how do I detect / measure / diagnose / audit Y in this prose," or otherwise needs help routing among the framework'

• setup

  First-run dependency check for the SETEC framework. Use when the user has just installed the plugin, asks about "setting up SETEC," reports a "module not found" error from a SETEC script, asks "what does this plugin need to run," asks how to install spaCy / pypdf / ocrmypdf / transformers / torch fo

• smoothing-diagnosis

  Diagnose AI-prose smoothing in fiction or argument-shaped nonfiction. Use when the user asks to "audit prose for AI smoothing," "run a variance audit," "check for AI patterns in this draft," "is this draft compressed," "Layer A diagnostic," "manuscript-wide variance audit," "habit vocabulary," "chap

• validation

  Validate a SETEC corpus manifest, then measure how SETEC's smoothing- diagnosis or voice-coherence signals discriminate against labeled validation entries in that manifest. Use when the user asks to "validate the manifest," "check corpus_manifest.jsonl for errors," "check the corpus for contaminatio

• voice-coherence

  Measure how far a target draft has drifted from a writer's or register's stylometric baseline. Use when the user asks to "compare this draft to my baseline," "measure voice distance," "build a voice profile," "voiceprint this corpus," "has my voice drifted," "Burrows Delta against my prior work," "f

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